Medical Care · 2012 · 46 citations · 9 references
MedicineOncologyPediatricsEpidemiologic MethodsPediatric EpidemiologyPediatric OncologyChild Health EpidemiologyChildhood Cancer EpidemiologyPediatric Cancer EpidemiologyPediatric ChemotherapyPediatric Clinical TrialsPediatric LeukemiasAdministrative Data ValidationComparative Case Fatality RateIcd CodingInternational Classification Of DiseasesMedical Chart ReviewPositive Predictive ValueProspective Cohort DataTherapeutic Trials
BACKGROUND: Acute lymphoblastic leukemia (ALL) accounts for almost one quarter of pediatric cancer in the United States. Despite cooperative group therapeutic trials, there remains a paucity of large cohort data on which to conduct epidemiology and comparative effectiveness research studies. RESEARCH DESIGN: We designed a 3-step process utilizing International Classification of Diseases-9 Clinical Modification (ICD-9) discharge diagnoses codes and chemotherapy exposure data contained in the Pediatric Health Information System administrative database to establish a cohort of children with de novo ALL. This process was validated by chart review at 1 of the pediatric centers. RESULTS: An ALL cohort of 8733 patients was identified with a sensitivity of 88% [95% confidence interval (CI), 83%-92%] and a positive predictive value of 93% (95% CI, 89%-96%). The 30-day all cause inpatient case fatality rate using this 3-step process was 0.80% (95% CI, 0.63%-1.01%), which was significantly different than the case fatality rate of 1.40% (95% CI, 1.23%-1.60%) when ICD-9 codes alone were used. CONCLUSIONS: This is the first report of assembly and validation of a cohort of de novo ALL patients from a database representative of free-standing children's hospitals across the United States. Our data demonstrate that the use of ICD-9 codes alone to establish cohorts will lead to substantial patient misclassification and result in biased outcome estimates. Systematic methods beyond the use of just ICD-9 codes must be used before analysis to establish accurate cohorts of patients with malignancy. A similar approach should be followed when establishing future cohorts from administrative data.
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Ted Byrt, Janet Bishop, John B. Carlin · Journal of Clinical Epidemiology · 1993 · 2.1K citations
Trends in childhood cancer incidence in the U.S. (1992–2004)
Amy M. Linabery, Julie A. Ross · Cancer · 2007 · 648 citations
Medicine, Oncology, Pediatrics +17
Long-term results of NOPHO ALL-92 and ALL-2000 studies of childhood acute lymphoblastic leukemia
Kjeld Schmiegelow, Erik Forestier, Marit Hellebostad et al. · Leukemia · 2009 · 377 citations
Medicine, Oncology, Pediatrics +13